系统化调试
systematic-debugging
从根因分析出发定位缺陷，建立可验证、可复现的修复流程。
THE SKILLS DIRECTORY
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contract-document-renewal
contract-document-renewal
【文档与办公】Contract register: counterparty, owner, start and end dates, auto-renewal flag, renewal notice deadline, value and tax basis. Use for renewal tracking and notice deadlines.
debugger
debugger
【开发与工程】Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.
debugging-and-error-recovery
debugging-and-error-recovery
【开发与工程】Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.
etsy-shop-sales-history
etsy-shop-sales-history
【开发与工程】Read Etsy shop sales counters, deltas, and breakout flags from Apify Actor publicrecords/etsy-shop-velocity (MCP panel snapshot). Needs an Apify token; Actor run is billed.
objection-preemptor
objection-preemptor
【效率与协作】Map customer objections and address them with evidence and choice-preserving language when a funnel, sales page, or pitch encounters recurring hesitation.
reverse-engineering
reverse-engineering
【数据与研究】General reverse-engineering methodology for compiled, obfuscated, packed, or virtualized targets: GDB, Frida, angr, Unicorn, and Qiling workflows across languages and platforms, with anti-analysis countermeasures.
screen-adverse-media
screen-adverse-media
【开发与工程】Screen a person or organisation for adverse media coverage, PEP status, and sanctions exposure — corroboration-gated, returns "review" never "guilty". Use when the user asks to screen someone before onboarding, partnership, or investment; for AML/CTF flows; or for ongoing counterparty monitoring.
systematic-debugging
systematic-debugging
【开发与工程】Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
systematic-debugging
systematic-debugging
【开发与工程】Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
upstash-redis
upstash-redis
【数据与研究】Use the @upstash/redis HTTP client for caching, sessions, counters, and Redis data structures from serverless and edge runtimes without connection pooling.
offer-negotiation
offer-negotiation
【数据与研究】Evaluates and negotiates job offers. Decodes base, bonus, equity, sign-on, level and terms with unknowns kept unknown and each offer in its own currency, benchmarks against checkable pay data, finds true leverage, drafts one counter as email and call script, role-plays the recruiter, and handles the salary-expectations number, deadlines and extension…
instrumenting-first-party-metrics
instrumenting-first-party-metrics
【开发与工程】How to instrument PostHog's own Metrics product from PostHog-owned code — record counters, gauges, and histograms that land in posthog.metrics, the same way customers do. Use when adding application metrics in this monorepo (web, Celery, Temporal), when asked to push or ship metrics into posthog metrics, or when unsure whether the SDK in this environ…
daily-focus-board
daily-focus-board
【设计与创意】Spin up a personal, motivating daily focus board that renders in a browser canvas and that the user drives by talking to their AI partner. Tasks track status (to-do → in progress → done) with timestamped progress notes and roll up into a "today's momentum" feed; numeric-goal tasks (pages, pomodoros, reps) render as progress-bar counters. Executive-fu…
impediment-prioritization
impediment-prioritization
【部署与运维】Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a fixed prioritization formula. Use when someone asks to prioritize, rank, sequence, or triage impediments, countermeasures, remediation items, risks, findings, gaps, action items, or backlog entries…
upstash-redis
upstash-redis
【部署与运维】Use Redis over HTTP from serverless and edge runtimes with @upstash/redis, and add rate limiting with @upstash/ratelimit. Use when the user mentions Upstash Redis, needs Redis from a Next.js route handler or middleware, Vercel, Cloudflare Workers, Deno, or Bun without TCP connection pooling, or wants cache-aside with TTLs, a session store, counters, …
sendcutsend
sendcutsend
【开发与工程】Review DXF and STEP/STP uploads for SendCutSend.com orders using its ordering guide, catalog, and specs. Use only for SendCutSend.com preflight reports covering upload readiness, selected material/SKU/thickness/service availability, and service-specific checks for laser cutting, CNC routing, bending, tapping, countersinking, hardware insertion, and f…
optimizing-attention-flash
optimizing-attention-flash
【效率与协作】Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.
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